Map of frequency of dead on arrival in Manhattan, 2018:

## # A tibble: 41 x 4
## # Groups:   arrival_outcome, zipcode [42]
##    arrival_outcome zipcode neighbourhood                 n_death
##    <fct>           <chr>   <chr>                           <int>
##  1 dead            10001   chelsea and clinton                35
##  2 dead            10002   lower east side                   140
##  3 dead            10003   lower east side                    54
##  4 dead            10004   lower manhattan                     5
##  5 dead            10005   lower manhattan                     6
##  6 dead            10006   lower manhattan                     2
##  7 dead            10007   lower manhattan                     2
##  8 dead            10009   lower east side                    81
##  9 dead            10010   gramercy park and murray hill      36
## 10 dead            10011   chelsea and clinton                56
## # … with 31 more rows
## OGR data source with driver: ESRI Shapefile 
## Source: "/Users/Carolina/Documents/COLUMBIA_classes/Fall_2019/Data_Science/jacab_p8105final/data/ZIP_CODE_040114/ZIP_CODE_040114.shp", layer: "ZIP_CODE_040114"
## with 263 features
## It has 12 fields